rajasingh010/vllm-torch-rce

vLLM torch.load() RCE — CVE-2025-24357 PoC

WARNING: MALICIOUS FILE — SECURITY RESEARCH ONLY

Vulnerability

File: vllm/model_executor/weight_utils.py Function: hf_model_weights_iterator() CVE: CVE-2025-24357

Description

vLLM <= 0.7.0 uses torch.load(weights_only=False) when loading model checkpoints from HuggingFace. This deserializes pickle payloads inside malicious .pt/.pth files, enabling arbitrary code execution.

# Vulnerable code in vllm/model_executor/weight_utils.py
def hf_model_weights_iterator(...):
    ...
    checkpoint = torch.load(filename, weights_only=False)  # RCE here!

Impact

• Severity: High (CVSS 7.5)
• Attack Vector: Serve malicious model checkpoint → vLLM loads it → RCE
• Fix: vLLM 0.7.0+ uses weights_only=True

Reproduction

import torch

checkpoint = torch.load("malicious_vllm_model.pt", weights_only=False)

References

• https://github.com/vllm-project/vllm/security/advisories/ghsa-rh4j-5rhw-hr54
• https://huntr.com/repos/vllm-project/vllm